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In-Context Learning

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Showing 801–850 of 2297 papers

TitleStatusHype
Exploring Large Language Models for Product Attribute Value Identification—0
ARTICLE: Annotator Reliability Through In-Context Learning—0
LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks—0
A Controlled Study on Long Context Extension and Generalization in LLMsCode2
In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator LearningCode0
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelCode0
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis—0
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming—0
Reasoning Graph Enhanced Exemplars Retrieval for In-Context LearningCode0
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype DetectionCode0
Semformer: Transformer Language Models with Semantic Planning—0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Do Large Language Models Need a Content Delivery Network?Code9
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs—0
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition—0
Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization—0
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQLCode0
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMsCode0
Language Models "Grok" to Copy—0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachCode0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LLM-based Weak Supervision Framework for Query Intent Classification in Video Search—0
Fine-tuning Large Language Models for Entity MatchingCode1
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications—0
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective TasksCode0
Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT—0
Quantifying and Enabling the Interpretability of CLIP-like Models—0
Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD PromptsCode0
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers—0
Seek and Solve Reasoning for Table Question Answering—0
MILE: A Mutation Testing Framework of In-Context Learning SystemsCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers—0
Visual Prompting in Multimodal Large Language Models: A Survey—0
CACER: Clinical Concept Annotations for Cancer Events and RelationsCode0
The representation landscape of few-shot learning and fine-tuning in large language modelsCode0
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?Code0
Efficient LLM Context Distillation—0
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs—0
Think Twice Before Recognizing: Large Multimodal Models for General Fine-grained Traffic Sign Recognition—0
The Compressor-Retriever Architecture for Language Model OSCode1
Membership Inference Attacks Against In-Context Learning—0
PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science—0
AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning—0
Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context LearningCode0
DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving—0
Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning—0
Harnessing the Intrinsic Knowledge of Pretrained Language Models for Challenging Text Classification Settings—0
Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games—0
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